Overall Setting
1. 10 sites
2. each site size (nn) from 100 to 1,000
3. total size (N) from 1,000 to 10,000
One binary variable
Scenario 1: 1 out of 10 is heterogenous
- Site #1 – 9 setting (including local site):
- X1 = rbinom(N-nn,1,0.3)
- Beta = (1, -1)
- Site #10 settings:
- X1 = rbinom(nn,1,0.5)
- Beta* = (1.5, -1)
Scenario 2: 2 out of 10 is heterogenous
- Site #1 – 8 setting (including local site):
- X1 = rbinom(N-2*nn,1,0.3)
- Beta = (1, -1)
- Site #9, 10 settings:
- X1 = rbinom(2*nn,1,0.5)
- Beta* = (1.5, -1)
Scenario 3: 1 out of 10 is heterogenous
- Site #1 – 9 setting (including local site):
- X1 = rbinom(N-nn,1,0.3)
- Beta = (1, -1)
- Site #10 settings:
- X1 = rbinom(nn,1,0.9)
- Beta* = (3.0, -1)
Scenario 4: 2 out of 10 is heterogenous
- Site #1 – 8 setting (including local site):
- X1 = rbinom(N-2*nn,1,0.3)
- Beta = (1, -1)
- Site #9, 10 settings:
- X1 = rbinom(2*nn,1,0.9)
- Beta* = (3.0, -1)
Two variables
Scenario 1: 1 out of 10 is heterogenous
- Site #1 – 9 setting (including local site):
- X1 = rborn(N-nn)
- X2 = rbinom(N-nn,1,0.3)
- Beta = (1, 1, -1)
- Site #10 settings:
- X1 = rborn(N-nn,1,1)
- X2 = rbinom(nn,1,0.5)
- Beta* = (1.5, 0.8, -1)